{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9f6530fb-070c-4393-8ac8-46f0f54d97ab",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x_l, x_r, y_b, y_t = 0, 1, 0, 1\n",
    "nx, ny = 512, 512\n",
    "dx, dy = (x_r - x_l) / nx, (y_t - y_b) / ny"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4c4b7fa8-cd77-4e4c-94ea-9579e8b96dbb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 500x400 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x, y = np.linspace(x_l, x_r, nx + 1), np.linspace(y_b, y_t, nx + 1)\n",
    "# initial condition\n",
    "u, f = np.zeros((ny + 1, nx + 1)), np.zeros((ny + 1, nx + 1))\n",
    "for i in range(ny + 1): # for y\n",
    "    for j in range(nx +1): # for x\n",
    "        u[i, j] = np.sin(2 * np.pi * x[j]) * np.sin(2 * np.pi * y[i]) + (1 / 16**2) * np.sin(32 * np.pi * x[j]) * np.sin(32 * np.pi * y[i])\n",
    "        f[i, j] = -8 * np.pi**2 * np.sin(2 * np.pi * x[j]) * np.sin(2 * np.pi * y[i]) - 8 * np.pi**2 * np.sin(32 * np.pi * x[j]) * np.sin(32 * np.pi * y[i])\n",
    "        \n",
    "plt.figure(figsize=(5, 4), dpi=100)\n",
    "plt.imshow(u, extent=[0, 1, 0, 1], cmap=\"jet\", origin=\"lower\")\n",
    "plt.colorbar()\n",
    "plt.tight_layout()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "21d14bc6-8d67-49f0-b6c5-42e575be5cdd",
   "metadata": {},
   "outputs": [],
   "source": [
    "kx, ky = np.zeros(nx), np.zeros(ny)\n",
    "data, data1 = np.zeros((ny, nx), dtype=complex), np.zeros((ny, nx), dtype=complex)\n",
    "\n",
    "def ps_fft():\n",
    "    eps = 1e-6\n",
    "    aa, bb, cc = -2 / dx**2 - 2 / dy**2, 2 / dx**2, 2 / dy**2\n",
    "    hx = 2 * np.pi / nx\n",
    "    for i in range(int(nx / 2)):\n",
    "        kx[i] = hx * i\n",
    "        kx[i + int(nx / 2)] = hx * (i - int(nx / 2))\n",
    "    \n",
    "    kx[0] = eps\n",
    "    ky = kx.copy()\n",
    "    \n",
    "    for i in range(ny): # for y\n",
    "        for j in range(nx): # for x\n",
    "            data[i, j] = complex(f[i,j], 0)\n",
    "    e = np.fft.fft2(data)\n",
    "    e[0, 0] = 0.0\n",
    "\n",
    "    for i in range(ny): # for y\n",
    "        for j in range(nx): # for x\n",
    "            data1[i, j] = e[i, j] / (aa + bb * np.cos(kx[j]) + cc * np.cos(ky[i]))\n",
    "    return np.fft.ifft2(data1).real"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "f7354d25-6876-4273-a136-8b1d2cdbac89",
   "metadata": {},
   "outputs": [],
   "source": [
    "un = np.zeros((ny + 1, nx + 1))\n",
    "un[1:, 1:] = ps_fft()\n",
    "un[-1, :] = un[0, :]\n",
    "un[:, -1] = un[:, 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "0506ae1a-082d-477b-8316-c7858581d5c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x400 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "titles = (\"Exact solution\", \"Numerical solution\")\n",
    "\n",
    "plt.figure(figsize=(10, 4), dpi=100)\n",
    "for i, result in enumerate([u, un]):\n",
    "    plt.subplot(1, 2, i+1)\n",
    "    plt.imshow(result, extent=[0, 1, 0, 1], cmap=\"jet\", origin=\"lower\")\n",
    "    plt.colorbar()\n",
    "    plt.title(titles[i])\n",
    "plt.tight_layout()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "gpytorch",
   "language": "python",
   "name": "gpytorch"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
